1. Pandeeswari Jayaraman, Zhongting Wang, Vinoth Packianathan Thangam, Mohamed M. Abdelaal, Hongling Zhou, Kei Nishikawa, Kiyoshi Kanamura, Masashi Kotobuki. Effect of ClO4 and FSI anions in EC:PC electrolyte on charge-transfer resistance of LiFePO4 cathode measured by the single-particle measurement. Journal of Energy Storage. 177 123569-123569-9. 2026. Open Access
2. Ekaterina Gracheva, Shin-ichi Yamazaki, Guillaume Lambard, Keitaro Sodeyama, Tsutomu Ioroi, Masafumi Asahi. Enhancing oxygen reduction reaction mass activity in polymer electrolyte fuel cells via molecular machine learning. Machine Learning: Science and Technology. 7 [4] 045006-045006-13. 2026. Open Access
3. Shuto Fujisawa, Kei Hashimoto, Ryota Tamate, Yuji Kamiyama, Kei Nishikawa, Yohei Miwa, Shoichi Kutsumizu, Takamasa Sakai, Koichi Mayumi. Decoupling Stiffness and Toughness in Solid Polymer Electrolytes via Reversible Crystallization. ACS Applied Materials & Interfaces. 18 [23] 32697-32706. 2026. Open Access
4. Kei Nishikawa, Akitoshi Hayashi, Kazunori Takada, Yukiko Matsui, Masashi Ishikawa, Masayoshi Watanabe, Shuji Nakanishi, Kohei Shimokawa, Toshihiko Mandai, Tetsu Ichitsubo, Kiyoshi Kanamura. Research and development of next generation batteries in the ALCA-SPRING project (JST). Journal of the Korean Ceramic Society. 63 [3] 336-356. 2026. Open Access

2025

1. Yasuhiro DOMI, Hiroyuki USUI, Takumi ANDO, Ryuto TANAKA, Kazuma GOTOH, Takeo HOSHI, Kei NISHIKAWA, Hiroki SAKAGUCHI. Electrochemical Lithiation Mechanism of Nickel Silicide Electrode. Electrochemistry. 93 [3] 037009-037009. 2025. Open Access
2. Henan Wang, Yueying Peng, Ryota Tamate, Kei Nishikawa, Shuji Nakanishi. Enhanced cycle performance of Li metal anodes by tailoring artificial interphase composed of hydrogen-bond-rich polymers. Journal of Power Sources. 641 236801-236801-10. 2025. Open Access
3. Kei NISHIKAWA, Takuya MASUDA, Yibin XU, Yoshitaka TATEYAMA, Shoichi MATSUDA, Shuji NAKANISHI, Shotaro HANADA, Yoshiharu MUKOUYAMA, Toshihiko MANDAI, Naoaki KUWATA, Tsuyoshi OHNISHI, Kiyoshi KANAMURA. Global Trends in Battery Research and Development: The Contribution of the Center for Advanced Battery Collaboration. Electrochemistry. 93 [6] 062003-062003. 2025. Open Access
4. Daisuke Ogawa, Ryotaro Akagi, Keitaro Sodeyama, Yukiko K. Takahashi. Intrinsic magnetic properties for SmFe 12−xTx thin films via high-throughput experiments and machine learning techniques. Science and Technology of Advanced Materials: Methods. 5 [1] 2554572-1-2554572-13. 2025. Open Access
5. Mayeesha Marium, Kentaro Aoki, Yang He, Katsuhiro Yamamoto, Athchaya Suwansoontorn, Seiya Ikuta, Mitsuo Hara, Shusaku Nagano, Yuki Nagao, Kei Nishikawa, Tsukasa Miyazaki, Hiroyuki Aoki, Shigeru Kobayashi, Tomohito Sudare, Taro Hitosugi, Nobuyuki Zettsu. Lyotropic Polymer Liquid Crystal Coating: Enabling Lamellar Ion-Conduction Pathways for Superior C-Rate Performance in NCM523 Cathodes. ACS Applied Energy Materials. 8 [22] 16589-16600. 2025. Open Access
6. Yasuhiro Domi, Hiroyuki Usui, Naoya Wada, Takayuki Yamamoto, Toshiyuki Nohira, Kei Nishikawa, Hiroki Sakaguchi. Electrochemical Potassiation/Depotassiation Properties of Rare-Earth Antimonide/Antimony Composite Electrodes. ACS Applied Energy Materials. 8 [21] 15952-15960. 2025. Open Access
7. Colin A. Tadgell, Masaru Kato, Sae Dieb, Keitaro Sodeyama, Takahito Hoshi, Koshiro Suzuki, Bohao Du, Takeshi Watanabe, Ichizo Yagi. Machine Learning-Assisted Development of Platinum-Free RuNiCo Nanocages for Electrocatalytic Hydrogen Oxidation Reaction in Acidic Media. ACS Applied Energy Materials. 8 [19] 14052-14057. 2025. Open Access
8. Yoshihiro Chida, Sae Dieb, Hiraku Masui, Arata Umehara, Keitaro Sodeyama, Toshimasa Wadayama. Surface Nanostructures of Pt-Compositionally Complex Alloy Single-Crystal Model Catalyst Surfaces for Improved Oxygen Reduction Reaction: Machine-Learning-Assisted Exploration. ACS Applied Materials & Interfaces. 17 [15] 22557-22567. 2025. Open Access
9. Yuta Maeyoshi, Kazuki Yoshii, Hikaru Sano, Hikari Sakaebe, Ryota Tamate, Tomoaki Kaneko, Keitaro Sodeyama. Gel Polymer Electrolytes Based on Poly(vinylidene fluoride-co-hexafluoropropylene) and Salt-Concentrated Electrolytes for High-Voltage Lithium Metal Batteries. ACS Applied Polymer Materials. 7 [3] 1629-1638. 2025. Open Access
10. Yueying Peng, Kei Nishikawa. Three-dimensional imaging of the microstructure of lithium metal anode using Xenon plasma focused ion beam. Cell Reports Physical Science. 6 [2] 102439-102439-15. 2025. Open Access
11. Akihiro Nishiguchi, Miho Ohta, Debabrata Palai, Shima Ito, Kensaku Mori, Ryotaro Akagi, Christophe Bajan, Guillaume Lambard, Keitaro Sodeyama, Tetsushi Taguchi. In Situ Forming Supramolecular Nanofiber Hydrogel as a Biodegradable Liquid Embolic Agent for Postembolization Tissue Remodeling. Advanced Healthcare Materials. 14 [4] 2403784-1-2403784-12. 2025. Open Access

2024

1. Tomoaki KANEKO, Yui FUJIHARA, Toshihiko MANDAI, Hiroaki KOBAYASHI, Keitaro SODEYAMA. Ether Molecule Decomposition on Mg<i>M</i>₂O₄ (<i>M</i> = Mn, Fe, Co) Spinel Surface: A First-principles Study. Electrochemistry. 92 [2] 027003-027003. 2024. Open Access
2. Atsuki TABO, Kei NISHIKAWA. Arrangement of Al Ions between Ionic Liquid and Graphite Electrode Interface by AFM Force Curve Measurement. Electrochemistry. 92 [4] 043011-043011. 2024. Open Access
3. Ryo Murakami, Taisuke T. Sasaki, Hideki Yoshikawa, Yoshitaka Matsushita, Keitaro Sodeyama, Tadakatsu Ohkubo, Hiroshi Shinotsuka, Kenji Nagata. Bayesian inference for peak feature extraction and prediction of material property in X-ray diffraction data. Science and Technology of Advanced Materials: Methods. 4 [1] 2384352-1-2384352-14. 2024. Open Access
4. Ryo Tamura, Kenji Nagata, Keitaro Sodeyama, Kensaku Nakamura, Masanobu Naito, Masahiko Demura, Takashi Nakanishi. Machine learning prediction of the mechanical properties of injection-molded polypropylene through X-ray diffraction analysis. Science and Technology of Advanced Materials. 25 [1] 2388016-1-2388016-8. 2024. Open Access
5. Jun Nakanishi, Takeshi Ueki, Sae Dieb, Hidenori Noguchi, Shota Yamamoto, Keitaro Sodeyama. Data-driven optimization of the in silico design of ionic liquids as interfacial cell culture fluids. Science and Technology of Advanced Materials. 25 [1] 2418287-1-2418287-11. 2024. Open Access
6. Go Kamesui, Kei Nishikawa. Correlation between Electrolyte Concentration and Lithium Morphology during Lithium Bis(fluorosulfonyl)amide–Tetraglyme Electrolyte Deposition–Dissolution Reactions. Journal of The Electrochemical Society. 171 [10] 100507-100507-7. 2024. Open Access
7. Yasuhiro Domi, Hiroyuki Usui, Takumi Okasaka, Kei Nishikawa, Hiroki Sakaguchi. Silicon-Based Nanocomposite Anodes with Excellent Cycle Life for Lithium-Ion Batteries Achieved by the Synergistic Effect of Two Silicides. Journal of The Electrochemical Society. 171 [8] 080506-080506-12. 2024. Open Access
8. Yueying Peng, Ryota Tamate, Kei Nishikawa. Review on Artificial Interphases for Lithium Metal Anodes: From a Mechanical Perspective. ChemElectroChem. e202400278-1-e202400278-16. 2024. Open Access
9. Toshihiko Mandai, Umi Tanaka, Shin Kimura. Electrode Engineering Study Toward High‐Energy‐Density Sodium‐Ion Battery Fabrication. Advanced Energy and Sustainability Research. 2400059-1-2400059-10. 2024. Open Access
10. Go Kamesui, Kei Nishikawa. Elucidation of Mass Transport Phenomena in Highly Concentrated Electrolytes during Current Cycling Using In-Situ Interferometry and Finite Difference Method. Journal of The Electrochemical Society. 171 [4] 040519. 2024. Open Access
11. Toshihiko Mandai, Umi Tanaka, Mariko Watanabe. Mg–Zn–Cl-integrated functional interface for enhancing the cycle life of Mg electrodes. Energy Storage Materials. 67 103302. 2024. Open Access
12. Yuta Shuseki, Shinji Kohara, Tomoaki Kaneko, Keitaro Sodeyama, Yohei Onodera. Atomic and Electronic Structure in MgO–SiO₂. The Journal of Physical Chemistry A. 128 [4] 716-726. 2024. Open Access

2023

1. Yuma SHIMBORI, Kei NISHIKAWA. Application of 3DOM PI Separator to Li Metal Battery with Highly Concentrated Ionic Liquid Electrolyte. Electrochemistry. 91 [12] 127003-127003. 2023.
2. DIEB Sae, TODA Yoshiaki, SODEYAMA Keitaro, DEMURA Masahiko. Machine learning-assisted determination of material chemical compositions: a study case on Ni-base superalloy. Science and Technology of Advanced Materials: Methods. 3 [1] 2278321. 2023.
3. Yasuhiro Domi, Kei Nishikawa. Anode Properties of Sb-Based Alloy Electrodes for K-Ion Batteries in an Ionic-Liquid Electrolyte. ACS Applied Energy Materials. 6 [22] 11583-11591. 2023.
4. Yasuyuki Nakamura, Alice Gros, Wenhao Zhang, Keitaro Sodeyama, Masanobu Naito. Exception search in databases for polymers with practically contradictory properties of heat resistance and transparency. Polymer Chemistry. 14 [33] 3881-3887. 2023. Open Access
5. Yoshitaka Tateyama, Akiko Kagatsume, Masaru Yao, Shoichi Matsuda, Kohei Uosaki. Exploration of Organic Cathode Active Materials with High Energy Densities for Li-Ion Batteries via First-Principles Calculations. The Journal of Physical Chemistry C. 127 [27] 12867-12873. 2023. Open Access
6. Naomi Nishimura, Kei Nishikawa, Toshihiko Mandai, Hidetoshi Somekawa. Spray-Dried MgMn₂O₄ Spinel Oxide Cathode with Single Mg Ion-Conductive Polymers for Rechargeable Mg Metal Battery. The Journal of Physical Chemistry C. 127 [25] 11829-11835. 2023. Open Access
7. Toshihiko Mandai, Masaru Yao, Keitaro Sodeyama, Akiko Kagatsume, Yoshitaka Tateyama. Toward Improved Anodic Stability of Ether-Based Electrolytes for Rechargeable Magnesium Batteries. The Journal of Physical Chemistry C. 127 [22] 10419-10433. 2023. Open Access
8. Go Kamesui, Kei Nishikawa. In situ observation of the formation and relaxation processes of concentration gradients in a lithium bis(fluorosulfonyl) amide–tetraglyme solvate ionic liquid using digital holographic interference microscopy. Electrochemistry Communications. 151 107506. 2023.
9. Hidetoshi Somekawa, Kei Nishikawa, Taku Moronaga, Takahito Ohmura. Fabrication of Li anode metal via bulk mechanical property analysis. Journal of Power Sources. 569 233019. 2023.
10. Ryota Tamate, Yueying Peng, Yuji Kamiyama, Kei Nishikawa. Extremely Tough, Stretchable Gel Electrolytes with Strong Interpolymer Hydrogen Bonding Prepared Using Concentrated Electrolytes to Stabilize Lithium‐Metal Anodes. Advanced Materials. 35 [22] 2211679. 2023.
11. Tomoaki Kaneko, Yui Fujihara, Keitaro Sodeyama. First-principles study of the reconstruction of Mg$M_2$O4 ($M$ = Mn, Fe, Co) spinel surface. Applied Surface Science. 613 156065. 2023. Open Access
12. Naomi Nishimura, Kei Nishikawa. A Single Mg Ion-conductive Polymer-coated MgCo₂O₄ for Mg Rechargeable Batteries. Chemistry Letters. 52 [2] 89-92. 2023.

1. 岩﨑 悠真, 袖山 慶太郎. マテリアルインフォマティクス. データサイエンスはじめの一歩. 2024.

1. 西川 慶. 電解液中物質輸送現象とリチウム金属の電析形態の研究. 日本化学会 第106春季年会 (2026). 2026. 招待講演

2025

1. DIEB, Sae, Oka Kohei, Ohori Teppei, Taguchi Masahiro, MOHAMAD ZEIN Ahlam, SODEYAMA, Keitaro. Machine Learning-Assisted Macro-Scale Optimization of Diesel Oxidation Catalysts(DOCs) for Sustainable Future. Advancing Materials Science: Bridging Chemistry and Engineering for a Sustainable Future. 2025.
2. 上山 祐史, ペン ユエイン, 西川 慶, 玉手 亮多. 水素結合性ポリマーのsalting inに基づく高強度イオンゲルの開発. 第74回高分子討論会. 2025.
3. NISHIKAWA, Kei, PENG, Yueying. 3D Structure Analysis for Electrodeposited Li Metal. 8th Workshop on Lithium Ion Battery and Next Generation Batteries. 2025. 招待講演
4. 細田 奈麻絵, 池田 太一, 袖山 慶太郎, 赤城 了太朗. バイオミメティック・マテリアルで風力発電の危機を救う~革新的な着脱歩行機構を装着した風力発電ブレード点検ロボット~. 第2回SIPマテリアルシンポジウム「マテリアルイノベーションエコシステム構築への挑戦」. 2025.

2024

1. 金村 聖志, 射場 英紀, 増田 卓也, 永峰 政幸. 先進蓄電池開発拠点で目指す世界と活動概要. 第65回電池討論会. 2024.
2. 西川 慶, 万代 俊彦, 袖山 慶太郎, 永峰 政幸, 金村 聖志. 二次電池性能シミュレーションのためのプロトコル構築. 第65回電池討論会. 2024.
3. PENG, Yueying, TAMATE, Ryota, NISHIKAWA, Kei. Extremely Tough and Stretchable Artificial Interphase for Stable Lithium Metal Anodes. The 65th Battery Symposium in Japan. 2024.
4. TAMATE, Ryota, PENG, Yueying, KAMIYAMA, Yuji, NISHIKAWA, Kei. Tough Polymer Gel Electrolytes with Strong Interpolymer Hydrogen Bonding to Stabilize Lithium-Metal Anodes. Gel Symposium 2024. 2024. 招待講演
5. 上木 岳士, 猿渡 彩, 山本 翔太, ディーブ 冴, 野口 秀典, 袖山 慶太郎, 中西 淳. イオン液体およびイオンゲルの界面を利用した細胞培養. 第14回イオン液体討論会. 2024.
6. DIEB, Sae, Kato Masaru, SODEYAMA, Keitaro. ARTIFICAL INTELLIGENCE-ASSISTEED DEVELOPMENT OF PLATINUM-FREE CATALYST FOR CLEAN ENERGY PRODUCTION. ACS Qatar Chapter and RSC Regional MEA Conference 2024. 2024.
7. PENG, Yueying, NISHIKAWA, Kei, 金村 聖志. 3D Imaging of Large-Volume Lithium-Metal Microstructure by Xenon Plasma Focused Ion Beam. PRiME 2024. 2024. Open Access
8. NISHIKAWA, Kei, 亀水 豪, SHINODA, Keisuke, 松島 永佳, 上田 幹人, 金村 聖志. Li+ Ionic Mass Transfer Accompanied with Electrodeposition of Li Metal in High Concentration Electrolyte. PRiME2024. 2024.
9. SODEYAMA, Keitaro, 金子 智昭, 藤原優衣, MANDAI, Toshihiko, 小林弘明. Solvent Molecule Decomposition at the Spinel Cathode Sureface of Mg-Battery: A First-Principles Study. PRiME2024 (Pacific Rim Meeting) (Electrochemical Society). 2024.
10. 袖山 慶太郎, 冨中 悟史. MIX Platform 説明会. 第9回FCワークショップ. 2024.
11. 西口 昭広, パライ デバブラタ, 伊藤 椎真, 森 健作, 袖山 慶太郎, 田口 哲志. 組織リモデリングを促進する生分解性液体血管塞栓剤の開発. 第73回高分子学会討論会. 2024.
12. 中西 淳, 上木 岳士, ディーブ 冴, 野口 秀典, 山本 翔太, 袖山 慶太郎. イオン液体培養足場の開発とデータ科学を用いた展開. 日本分析化学会第73年会. 2024.
13. DIEB, Sae, Nandal Vicky, SODEYAMA, Keitaro, DEMURA, Masahiko. Ensemble Communicative Monte Carlo Tree Search Approach for Combinatorial Materials Design. 12th International Workshop on Combinatorial Materials Science and Technology (COMBI2024). 2024.
14. NISHIKAWA, Kei. Electrodeposition and dissolution of Li metal onto ultra-micro-electrode. The 14th Japan-France Joint Seminar on Battery. 2024. 招待講演
15. DIEB, Sae, Nandal Vicky, SODEYAMA, Keitaro, DEMURA, Masahiko. Heat Treatment Optimization of Ni-Base alloy using Ensemble Monte Carlo Tree Search. 33rd International Conference on Metallurgy and Materials (METAL 2024). 2024.
16. 村上 諒, 佐々木 泰祐, 吉川 英樹, 袖山 慶太郎, 大久保 忠勝, 篠塚 寛志, 永田 賢二, 松下 能孝. Bayesianピークトップ フィッティング法を用いたX線回折データからのML対応ピーク特徴テーブルの迅速かつ堅牢な構築. 第11回領域会議　文部科学省科学研究費助成事業 新学術領域研究（ハイパーマテリアル）. 2024.

2023

1. ISHII, Masashi, SASAKI, Taisuke, TAKAHASHI, Yukiko, SODEYAMA, Keitaro, OHKUBO, Tadakatsu. Material ontology-based data linkage in “Data Creation and Utilization-Type Material Research and Development Project (DxMT)": Approach from Magnetic Materials Research. MRM 2023. 2023.
2. 袖山 慶太郎. データ創出・活用型磁性材料研究拠点における材料研究DXの取り組み. マテリアル戦略総合シンポジウム2023（MatISS2023）. 2023. 招待講演
3. 安藤 嘉倫, 名倉 和彦, 中西 尚志, 袖山 慶太郎. 分子動力学計算と機械学習による機能性分子液体材料の特異な粘性挙動の解明. 第37回分子シミュレーション討論会. 2023.
4. Yoshihiro Chida, ディーブ 冴, 袖山 慶太郎. 白金－ハイエントロピー合金単結晶表面系の酸素還元反応特性：機械学習による合成条件検討. 第64回電池討論会. 2023.
5. PENG, Yueying, TAMATE, Ryota, NISHIKAWA, Kei. Extremely Tough, Stretchable Gel Electrolytes for Stabilizing Lithium Metal Anodes. The 64th Battery Symposium in Japan. 2023.
6. 小原 真司, 手跡雄太, 袖山 慶太郎. 高温酸化物融体の構造と物性. 日本マイクログラビティ応用学会 第35回学術講演会 (JASMAC-35). 2023.
7. DIEB, Sae, FOPPIANO, Luca, SODEYAMA, Keitaro, Tanifuji Mikiko. Creating a Visual Topic Map for Battery Researchers using a Large Global Open Dataset. 244 ECS meeting. 2023.
8. DIEB, Sae, FOPPIANO, Luca, SODEYAMA, Keitaro, Tanifuji Mikiko. Visual Topic Mapping for Battery Related Research using a Global Open Catalog. The 84th JSAP fall meeting 2023　2023年第84回応用物理学会秋季学術講演会. 2023.
9. 中村 泰之, グロ アリス ゆき子, 張 文昊, 袖山 慶太郎, 内藤 昌信. データベースでの例外的探索を利用した高分子材料開発の実践： 耐熱透明高分子の探索. 第72回高分子学会年次大会. 2023.
10. Masaru Kato, DIEB Sae, SODEYAMA Keitaro. アクティブラーニングによる非白金水素酸化触媒の開発. The 90th Annual Meeting of the Electrochemical Society in Japan　電気化学会第90回大会. 2023.
11. 西川 慶, 井上 元, 万代 俊彦, 金村 聖志. 電極の3次元構造を反映したリチウムイオン電池特性予測プロトコル. 電気化学会第90回大会. 2023.